Evidence map›Paper›PMID 40596000›Full record

ArticleScientific reports2025

Metabolomic biomarkers could be molecular clocks in timing stroke onset.

Qianyun Li, Xiaodan Zhang, Yilin Zhang, Rex Pui Kin Lam, Yulan Jin, Chengcheng Ji, Weinv Fan, Timothy Hudson Rainer

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Review
  2. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Qianyun Li *Department of Emergency Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong. G06, G/F, University of Hong Kong the Hong Kong Jockey Club Building for Interdisciplinary Research, University of Hong Kong, 5 Sassoon Road, Pokfulam, Hong Kong SAR, China.
Xiaodan Zhang *Department of Emergency Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong. G06, G/F, University of Hong Kong the Hong Kong Jockey Club Building for Interdisciplinary Research, University of Hong Kong, 5 Sassoon Road, Pokfulam, Hong Kong SAR, China.
Yilin ZhangDepartment of Emergency Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong. G06, G/F, University of Hong Kong the Hong Kong Jockey Club Building for Interdisciplinary Research, University of Hong Kong, 5 Sassoon Road, Pokfulam, Hong Kong SAR, China.
Rex Pui Kin LamDepartment of Emergency Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong. G06, G/F, University of Hong Kong the Hong Kong Jockey Club Building for Interdisciplinary Research, University of Hong Kong, 5 Sassoon Road, Pokfulam, Hong Kong SAR, China.
Yulan JinDepartment of Clinical Laboratory, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China.
Chengcheng JiSchool of Medicine, Shaoxing University, Shaoxing, Zhejiang Province, China.
Weinv FanDepartment of Neurology, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China.
Timothy Hudson RainerDepartment of Emergency Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong. G06, G/F, University of Hong Kong the Hong Kong Jockey Club Building for Interdisciplinary Research, University of Hong Kong, 5 Sassoon Road, Pokfulam, Hong Kong SAR, China. thrainer@hku.hk.

Funding

Medical Scientific Research Foundation of Zhejiang Province, China 2021KY1006NINGBO Leading Medical & Health Discipline 2022-B12
6 · The paper itself

Abstract

The preferred treatment for acute ischaemic stroke (AIS) is intravenous thrombolysis (IVT) administered within 4.5 hours (h) of symptom onset. This study aimed to identify metabolomic biomarkers for distinguishing AIS patients within 4.5 h of symptom onset, addressing the often exclusion of those with unknown onset times from IVT. In this retrospective case-control study with 30 AIS patients, early AIS with onset time within 0-4.5 h (ES, n = 16) and late AIS within 4.5-24 h (LS, n = 14) groups were differentiated. Their complete sets of plasma metabolites were examined. A stepwise analysis was performed to identify potential biomarkers. Biliverdin and Nicotinamide N-oxide (NAMO) emerged as potential biomarkers, combined to achieve a high AUC of 0.964 (95% Confidential interval 0.900-1), a specificity of 100% (78.47-100%), and a sensitivity of 93.75% (71.67-98.89%) for AIS onset time determination. These metabolites show promise as molecular clocks for determining the onset time of AIS, potentially extending IVT access to patients with unknown onset times. However, their clinical applicability necessitates rigorous validation in larger and independent cohorts to establish their role in improving AIS management through extended IVT accessibility.

Indexed as

BiomarkersIschemic StrokeMetabolomicsStrokeAgedAged, 80 and overCase-Control StudiesFemaleHumansMaleMiddle AgedRetrospective StudiesThrombolytic TherapyTime FactorsBiomarkersBiomarkersIntravenous thrombolysisMachine learningMetabolomicsStroke

Identifiers

PMID40596000
PMCPMC12217631

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.